Causal relationship between COVID-19 and myocarditis or pericarditis risk: a bidirectional Mendelian randomization study

Background & aimsCoronavirus disease 2019 (COVID-19) is strongly associated with myocarditis or pericarditis risk in observational studies, however, there are still studies that do not support the above conclusion. Whether the observed association reflects causation needs to be confirmed. We...

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Published in:Frontiers in Cardiovascular Medicine
Main Authors: Guihong Liu, Tao Chen, Xin Zhang, Binbin Hu, Huashan Shi
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-12-01
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fcvm.2023.1271959/full
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author Guihong Liu
Tao Chen
Xin Zhang
Binbin Hu
Huashan Shi
author_facet Guihong Liu
Tao Chen
Xin Zhang
Binbin Hu
Huashan Shi
author_sort Guihong Liu
collection DOAJ
container_title Frontiers in Cardiovascular Medicine
description Background & aimsCoronavirus disease 2019 (COVID-19) is strongly associated with myocarditis or pericarditis risk in observational studies, however, there are still studies that do not support the above conclusion. Whether the observed association reflects causation needs to be confirmed. We performed a bidirectional Mendelian randomization (MR) study to assess the causal relationship of COVID-19, which was divided into three groups, namely severe COVID-19, hospitalized COVID-19, and COVID-19 infection, measured by myocarditis or pericarditis.MethodsWe extracted summary genome-wide association statistics for the severe COVID-19 (case: 13,769, control: 1,072,442), hospitalized COVID-19 (case: 32,519, control: 2,062,805), COVID-19 infection (case: 122,616, control: 2,475,240), myocarditis (case 1,521, control 191,924), and pericarditis (case 979, control 286,109) among individuals of European ancestry. Independent genetic variants that exhibited a significant association with each phenotype at the genome-wide level of significance were utilized as instrumental variables. Estimation of the causal effect was mainly performed using the random effects inverse-variance weighted method (IVW). Additionally, other tests such as MR-Egger intercept, MR-PRESSO, Cochran's Q-test, “Leave-one-out”, and funnel plots were conducted to assess the extent of pleiotropy and heterogeneity.ResultsNon-associations in the IVW and sensitivity analyses were observed for COVID-19 with myocarditis or pericarditis. Severe COVID-19 was not associated with myocarditis [odds ratio (OR), 1.00; 95% confidence interval (CI), 0.89–1.12; P = 0.99], pericarditis (OR = 0.90, 95% CI, 0.78–1.04, P = 0.17). Similar results can be observed in hospitalized COVID-19, and COVID-19 infection. At the same time, null associations were observed for myocarditis or pericarditis with COVID-19 traits in the reverse direction. The main results are kept stable in the sensitivity analysis.ConclusionThere is no evidence that COVID-19 is independently and causally associated with myocarditis or pericarditis.
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spelling doaj-art-4e49462bcfdf421faef81a0b216e131d2025-08-20T00:33:47ZengFrontiers Media S.A.Frontiers in Cardiovascular Medicine2297-055X2023-12-011010.3389/fcvm.2023.12719591271959Causal relationship between COVID-19 and myocarditis or pericarditis risk: a bidirectional Mendelian randomization studyGuihong Liu0Tao Chen1Xin Zhang2Binbin Hu3Huashan Shi4Department of Biotherapy, State Key Laboratory of Biotherapy, Cancer Center, West China Hospital, Sichuan University, Chengdu, ChinaDepartment of Cardiology, The First Affiliated Hospital of China Medical University, Shenyang, ChinaDepartment of Biotherapy, State Key Laboratory of Biotherapy, Cancer Center, West China Hospital, Sichuan University, Chengdu, ChinaDepartment of Biotherapy, State Key Laboratory of Biotherapy, Cancer Center, West China Hospital, Sichuan University, Chengdu, ChinaDepartment of Biotherapy, State Key Laboratory of Biotherapy, Cancer Center, West China Hospital, Sichuan University, Chengdu, ChinaBackground & aimsCoronavirus disease 2019 (COVID-19) is strongly associated with myocarditis or pericarditis risk in observational studies, however, there are still studies that do not support the above conclusion. Whether the observed association reflects causation needs to be confirmed. We performed a bidirectional Mendelian randomization (MR) study to assess the causal relationship of COVID-19, which was divided into three groups, namely severe COVID-19, hospitalized COVID-19, and COVID-19 infection, measured by myocarditis or pericarditis.MethodsWe extracted summary genome-wide association statistics for the severe COVID-19 (case: 13,769, control: 1,072,442), hospitalized COVID-19 (case: 32,519, control: 2,062,805), COVID-19 infection (case: 122,616, control: 2,475,240), myocarditis (case 1,521, control 191,924), and pericarditis (case 979, control 286,109) among individuals of European ancestry. Independent genetic variants that exhibited a significant association with each phenotype at the genome-wide level of significance were utilized as instrumental variables. Estimation of the causal effect was mainly performed using the random effects inverse-variance weighted method (IVW). Additionally, other tests such as MR-Egger intercept, MR-PRESSO, Cochran's Q-test, “Leave-one-out”, and funnel plots were conducted to assess the extent of pleiotropy and heterogeneity.ResultsNon-associations in the IVW and sensitivity analyses were observed for COVID-19 with myocarditis or pericarditis. Severe COVID-19 was not associated with myocarditis [odds ratio (OR), 1.00; 95% confidence interval (CI), 0.89–1.12; P = 0.99], pericarditis (OR = 0.90, 95% CI, 0.78–1.04, P = 0.17). Similar results can be observed in hospitalized COVID-19, and COVID-19 infection. At the same time, null associations were observed for myocarditis or pericarditis with COVID-19 traits in the reverse direction. The main results are kept stable in the sensitivity analysis.ConclusionThere is no evidence that COVID-19 is independently and causally associated with myocarditis or pericarditis.https://www.frontiersin.org/articles/10.3389/fcvm.2023.1271959/fullbidirectional two-sample Mendelian randomizationCOVID-19myocarditispericarditiscausal effect
spellingShingle Guihong Liu
Tao Chen
Xin Zhang
Binbin Hu
Huashan Shi
Causal relationship between COVID-19 and myocarditis or pericarditis risk: a bidirectional Mendelian randomization study
bidirectional two-sample Mendelian randomization
COVID-19
myocarditis
pericarditis
causal effect
title Causal relationship between COVID-19 and myocarditis or pericarditis risk: a bidirectional Mendelian randomization study
title_full Causal relationship between COVID-19 and myocarditis or pericarditis risk: a bidirectional Mendelian randomization study
title_fullStr Causal relationship between COVID-19 and myocarditis or pericarditis risk: a bidirectional Mendelian randomization study
title_full_unstemmed Causal relationship between COVID-19 and myocarditis or pericarditis risk: a bidirectional Mendelian randomization study
title_short Causal relationship between COVID-19 and myocarditis or pericarditis risk: a bidirectional Mendelian randomization study
title_sort causal relationship between covid 19 and myocarditis or pericarditis risk a bidirectional mendelian randomization study
topic bidirectional two-sample Mendelian randomization
COVID-19
myocarditis
pericarditis
causal effect
url https://www.frontiersin.org/articles/10.3389/fcvm.2023.1271959/full
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